ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_task7_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.4984
• Qwk: 0.4948
• Mse: 0.4984
• Rmse: 0.7060

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.1	2	2.6579	-0.0924	2.6579	1.6303
No log	0.2	4	1.2966	0.0992	1.2966	1.1387
No log	0.3	6	0.7803	0.2324	0.7803	0.8833
No log	0.4	8	0.7407	0.3695	0.7407	0.8606
No log	0.5	10	0.5742	0.1998	0.5742	0.7578
No log	0.6	12	0.6075	0.4224	0.6075	0.7794
No log	0.7	14	0.4805	0.5533	0.4805	0.6932
No log	0.8	16	0.4346	0.6462	0.4346	0.6593
No log	0.9	18	0.4590	0.5657	0.4590	0.6775
No log	1.0	20	0.4039	0.6935	0.4039	0.6355
No log	1.1	22	0.5010	0.5249	0.5010	0.7078
No log	1.2	24	0.6454	0.4844	0.6454	0.8034
No log	1.3	26	0.7999	0.5249	0.7999	0.8944
No log	1.4	28	0.4530	0.5642	0.4530	0.6731
No log	1.5	30	0.5636	0.5190	0.5636	0.7507
No log	1.6	32	0.5648	0.4646	0.5648	0.7515
No log	1.7	34	0.4488	0.6170	0.4488	0.6699
No log	1.8	36	0.8546	0.4536	0.8546	0.9244
No log	1.9	38	1.1589	0.2296	1.1589	1.0765
No log	2.0	40	0.9708	0.3633	0.9708	0.9853
No log	2.1	42	0.6116	0.4670	0.6116	0.7820
No log	2.2	44	0.7629	0.2576	0.7629	0.8734
No log	2.3	46	1.1154	0.1926	1.1154	1.0561
No log	2.4	48	1.1048	0.3080	1.1048	1.0511
No log	2.5	50	0.8397	0.4472	0.8397	0.9163
No log	2.6	52	0.5618	0.4179	0.5618	0.7496
No log	2.7	54	0.5324	0.4912	0.5324	0.7296
No log	2.8	56	0.5316	0.5182	0.5316	0.7291
No log	2.9	58	0.5131	0.4774	0.5131	0.7163
No log	3.0	60	0.5615	0.3471	0.5615	0.7493
No log	3.1	62	0.5773	0.4350	0.5773	0.7598
No log	3.2	64	0.5643	0.4916	0.5643	0.7512
No log	3.3	66	0.5619	0.5357	0.5619	0.7496
No log	3.4	68	0.5672	0.5499	0.5672	0.7532
No log	3.5	70	0.5562	0.5383	0.5562	0.7458
No log	3.6	72	0.5364	0.5190	0.5364	0.7324
No log	3.7	74	0.5264	0.4997	0.5264	0.7256
No log	3.8	76	0.5064	0.5646	0.5064	0.7116
No log	3.9	78	0.5097	0.5515	0.5097	0.7139
No log	4.0	80	0.5598	0.5730	0.5598	0.7482
No log	4.1	82	0.5550	0.5420	0.5550	0.7450
No log	4.2	84	0.5537	0.4972	0.5537	0.7441
No log	4.3	86	0.6207	0.5495	0.6207	0.7879
No log	4.4	88	0.7353	0.4738	0.7353	0.8575
No log	4.5	90	0.6722	0.4949	0.6722	0.8199
No log	4.6	92	0.5709	0.5098	0.5709	0.7556
No log	4.7	94	0.5000	0.5692	0.5000	0.7071
No log	4.8	96	0.4913	0.5767	0.4913	0.7010
No log	4.9	98	0.5052	0.6210	0.5052	0.7108
No log	5.0	100	0.5585	0.6392	0.5585	0.7473
No log	5.1	102	0.6628	0.5475	0.6628	0.8141
No log	5.2	104	0.5979	0.5680	0.5980	0.7733
No log	5.3	106	0.5169	0.5222	0.5169	0.7190
No log	5.4	108	0.5175	0.5133	0.5175	0.7194
No log	5.5	110	0.5324	0.5289	0.5324	0.7296
No log	5.6	112	0.5148	0.5362	0.5148	0.7175
No log	5.7	114	0.5258	0.6210	0.5258	0.7252
No log	5.8	116	0.5757	0.5797	0.5757	0.7587
No log	5.9	118	0.7492	0.5248	0.7492	0.8655
No log	6.0	120	0.7939	0.5182	0.7939	0.8910
No log	6.1	122	0.6454	0.4539	0.6454	0.8034
No log	6.2	124	0.4988	0.5151	0.4988	0.7062
No log	6.3	126	0.4997	0.5479	0.4997	0.7069
No log	6.4	128	0.5235	0.6367	0.5235	0.7236
No log	6.5	130	0.5514	0.6388	0.5514	0.7426
No log	6.6	132	0.5787	0.5526	0.5787	0.7607
No log	6.7	134	0.5831	0.5886	0.5831	0.7636
No log	6.8	136	0.6886	0.5990	0.6886	0.8298
No log	6.9	138	0.7234	0.5609	0.7234	0.8505
No log	7.0	140	0.6516	0.5792	0.6516	0.8072
No log	7.1	142	0.5464	0.6053	0.5464	0.7392
No log	7.2	144	0.5149	0.5306	0.5149	0.7176
No log	7.3	146	0.7283	0.4472	0.7283	0.8534
No log	7.4	148	0.7855	0.4961	0.7855	0.8863
No log	7.5	150	0.6638	0.4251	0.6638	0.8147
No log	7.6	152	0.5461	0.4148	0.5461	0.7390
No log	7.7	154	0.5430	0.3974	0.5430	0.7369
No log	7.8	156	0.5325	0.4569	0.5325	0.7297
No log	7.9	158	0.5081	0.5904	0.5081	0.7128
No log	8.0	160	0.4903	0.6683	0.4903	0.7002
No log	8.1	162	0.4744	0.6677	0.4744	0.6888
No log	8.2	164	0.4675	0.6292	0.4675	0.6837
No log	8.3	166	0.4555	0.6292	0.4555	0.6749
No log	8.4	168	0.4475	0.6364	0.4475	0.6689
No log	8.5	170	0.4568	0.6242	0.4568	0.6758
No log	8.6	172	0.5199	0.5131	0.5199	0.7211
No log	8.7	174	0.5356	0.5131	0.5356	0.7319
No log	8.8	176	0.4962	0.5639	0.4962	0.7044
No log	8.9	178	0.4660	0.5596	0.4660	0.6826
No log	9.0	180	0.5019	0.5970	0.5019	0.7085
No log	9.1	182	0.5145	0.6169	0.5145	0.7173
No log	9.2	184	0.4883	0.6114	0.4883	0.6988
No log	9.3	186	0.5156	0.5442	0.5156	0.7181
No log	9.4	188	0.5460	0.4845	0.5460	0.7389
No log	9.5	190	0.5049	0.4888	0.5049	0.7106
No log	9.6	192	0.4814	0.4314	0.4814	0.6939
No log	9.7	194	0.4674	0.5208	0.4674	0.6836
No log	9.8	196	0.4865	0.6394	0.4865	0.6975
No log	9.9	198	0.5429	0.6430	0.5429	0.7368
No log	10.0	200	0.5656	0.6067	0.5656	0.7521
No log	10.1	202	0.5606	0.6308	0.5606	0.7488
No log	10.2	204	0.5082	0.6059	0.5082	0.7129
No log	10.3	206	0.4855	0.5054	0.4855	0.6968
No log	10.4	208	0.4762	0.5422	0.4762	0.6901
No log	10.5	210	0.4687	0.5024	0.4687	0.6846
No log	10.6	212	0.4629	0.5681	0.4629	0.6804
No log	10.7	214	0.4712	0.5812	0.4712	0.6864
No log	10.8	216	0.4791	0.5926	0.4791	0.6921
No log	10.9	218	0.4780	0.5953	0.4780	0.6914
No log	11.0	220	0.4839	0.5611	0.4839	0.6956
No log	11.1	222	0.4771	0.6118	0.4771	0.6908
No log	11.2	224	0.4685	0.5580	0.4685	0.6844
No log	11.3	226	0.4611	0.5860	0.4611	0.6790
No log	11.4	228	0.4743	0.6289	0.4743	0.6887
No log	11.5	230	0.5038	0.5639	0.5038	0.7098
No log	11.6	232	0.4975	0.6105	0.4975	0.7053
No log	11.7	234	0.4647	0.5430	0.4647	0.6817
No log	11.8	236	0.5235	0.5970	0.5235	0.7235
No log	11.9	238	0.5472	0.5822	0.5472	0.7397
No log	12.0	240	0.5365	0.6613	0.5365	0.7325
No log	12.1	242	0.5293	0.5771	0.5293	0.7276
No log	12.2	244	0.5339	0.5587	0.5339	0.7307
No log	12.3	246	0.5177	0.5353	0.5177	0.7195
No log	12.4	248	0.4985	0.5362	0.4985	0.7061
No log	12.5	250	0.4703	0.5472	0.4703	0.6858
No log	12.6	252	0.4662	0.5550	0.4662	0.6828
No log	12.7	254	0.4771	0.5882	0.4771	0.6907
No log	12.8	256	0.4720	0.4985	0.4720	0.6870
No log	12.9	258	0.4655	0.5218	0.4655	0.6823
No log	13.0	260	0.4698	0.5697	0.4698	0.6855
No log	13.1	262	0.4701	0.5473	0.4701	0.6856
No log	13.2	264	0.4679	0.5214	0.4679	0.6840
No log	13.3	266	0.4489	0.5868	0.4489	0.6700
No log	13.4	268	0.4508	0.5404	0.4508	0.6714
No log	13.5	270	0.4514	0.5404	0.4514	0.6719
No log	13.6	272	0.4490	0.5897	0.4490	0.6701
No log	13.7	274	0.4684	0.5322	0.4684	0.6844
No log	13.8	276	0.4802	0.5936	0.4802	0.6929
No log	13.9	278	0.4721	0.6027	0.4721	0.6871
No log	14.0	280	0.4645	0.6105	0.4645	0.6815
No log	14.1	282	0.4634	0.6158	0.4634	0.6807
No log	14.2	284	0.4685	0.5647	0.4685	0.6845
No log	14.3	286	0.5135	0.5884	0.5135	0.7166
No log	14.4	288	0.5173	0.5719	0.5173	0.7193
No log	14.5	290	0.4714	0.5860	0.4714	0.6866
No log	14.6	292	0.4581	0.5902	0.4581	0.6768
No log	14.7	294	0.4659	0.6014	0.4659	0.6826
No log	14.8	296	0.4727	0.5878	0.4727	0.6875
No log	14.9	298	0.4842	0.5799	0.4842	0.6958
No log	15.0	300	0.4927	0.5164	0.4927	0.7019
No log	15.1	302	0.4702	0.6160	0.4702	0.6857
No log	15.2	304	0.4498	0.5538	0.4498	0.6707
No log	15.3	306	0.4513	0.5617	0.4513	0.6718
No log	15.4	308	0.4501	0.5555	0.4501	0.6709
No log	15.5	310	0.4519	0.5627	0.4519	0.6723
No log	15.6	312	0.4367	0.5765	0.4367	0.6608
No log	15.7	314	0.4268	0.6039	0.4268	0.6533
No log	15.8	316	0.4366	0.6082	0.4366	0.6608
No log	15.9	318	0.4722	0.5512	0.4722	0.6872
No log	16.0	320	0.4837	0.5498	0.4837	0.6955
No log	16.1	322	0.4805	0.5718	0.4805	0.6932
No log	16.2	324	0.4736	0.5918	0.4736	0.6882
No log	16.3	326	0.4691	0.5970	0.4691	0.6849
No log	16.4	328	0.4664	0.5956	0.4664	0.6829
No log	16.5	330	0.4590	0.5941	0.4590	0.6775
No log	16.6	332	0.4577	0.5800	0.4577	0.6766
No log	16.7	334	0.4845	0.5104	0.4845	0.6960
No log	16.8	336	0.5082	0.4294	0.5082	0.7129
No log	16.9	338	0.5032	0.4782	0.5032	0.7093
No log	17.0	340	0.4938	0.6003	0.4938	0.7027
No log	17.1	342	0.4811	0.5797	0.4811	0.6936
No log	17.2	344	0.4719	0.5929	0.4719	0.6869
No log	17.3	346	0.4676	0.5379	0.4676	0.6838
No log	17.4	348	0.4693	0.4929	0.4693	0.6850
No log	17.5	350	0.5037	0.5569	0.5037	0.7097
No log	17.6	352	0.5372	0.5309	0.5372	0.7329
No log	17.7	354	0.5557	0.5367	0.5557	0.7454
No log	17.8	356	0.5382	0.5056	0.5382	0.7336
No log	17.9	358	0.4977	0.5003	0.4977	0.7055
No log	18.0	360	0.4774	0.5941	0.4774	0.6910
No log	18.1	362	0.4709	0.5993	0.4709	0.6862
No log	18.2	364	0.4878	0.5503	0.4878	0.6984
No log	18.3	366	0.5370	0.5652	0.5370	0.7328
No log	18.4	368	0.5501	0.5382	0.5501	0.7417
No log	18.5	370	0.4924	0.5388	0.4924	0.7017
No log	18.6	372	0.4576	0.6125	0.4576	0.6764
No log	18.7	374	0.4637	0.5339	0.4637	0.6810
No log	18.8	376	0.4640	0.5266	0.4640	0.6812
No log	18.9	378	0.4498	0.5890	0.4498	0.6707
No log	19.0	380	0.4655	0.6040	0.4655	0.6823
No log	19.1	382	0.4819	0.5936	0.4819	0.6942
No log	19.2	384	0.4804	0.5783	0.4804	0.6931
No log	19.3	386	0.4926	0.5614	0.4926	0.7018
No log	19.4	388	0.4882	0.5533	0.4882	0.6987
No log	19.5	390	0.4767	0.5810	0.4767	0.6904
No log	19.6	392	0.4539	0.5783	0.4539	0.6737
No log	19.7	394	0.4421	0.6105	0.4421	0.6649
No log	19.8	396	0.4429	0.6197	0.4429	0.6655
No log	19.9	398	0.4510	0.5999	0.4510	0.6716
No log	20.0	400	0.4573	0.6222	0.4573	0.6763
No log	20.1	402	0.4650	0.6333	0.4650	0.6819
No log	20.2	404	0.4738	0.6107	0.4738	0.6883
No log	20.3	406	0.5164	0.6565	0.5164	0.7186
No log	20.4	408	0.5159	0.6565	0.5159	0.7183
No log	20.5	410	0.4720	0.6569	0.4720	0.6870
No log	20.6	412	0.4375	0.7041	0.4375	0.6614
No log	20.7	414	0.4327	0.6950	0.4327	0.6578
No log	20.8	416	0.4477	0.6114	0.4477	0.6691
No log	20.9	418	0.4432	0.5904	0.4432	0.6657
No log	21.0	420	0.4412	0.6655	0.4412	0.6642
No log	21.1	422	0.4608	0.6460	0.4608	0.6788
No log	21.2	424	0.4745	0.6460	0.4745	0.6888
No log	21.3	426	0.4865	0.6460	0.4865	0.6975
No log	21.4	428	0.4874	0.6657	0.4874	0.6981
No log	21.5	430	0.4963	0.6652	0.4963	0.7045
No log	21.6	432	0.4802	0.6815	0.4802	0.6929
No log	21.7	434	0.4532	0.7160	0.4532	0.6732
No log	21.8	436	0.4514	0.6330	0.4514	0.6719
No log	21.9	438	0.4569	0.6210	0.4569	0.6759
No log	22.0	440	0.4408	0.6101	0.4408	0.6640
No log	22.1	442	0.4349	0.6542	0.4349	0.6594
No log	22.2	444	0.4441	0.6720	0.4441	0.6664
No log	22.3	446	0.4538	0.6720	0.4538	0.6737
No log	22.4	448	0.4470	0.7082	0.4470	0.6686
No log	22.5	450	0.4379	0.6007	0.4379	0.6618
No log	22.6	452	0.4289	0.6007	0.4289	0.6549
No log	22.7	454	0.4323	0.5877	0.4323	0.6575
No log	22.8	456	0.4383	0.5796	0.4383	0.6621
No log	22.9	458	0.4376	0.5960	0.4376	0.6615
No log	23.0	460	0.4461	0.6040	0.4461	0.6679
No log	23.1	462	0.4431	0.6118	0.4431	0.6656
No log	23.2	464	0.4449	0.6027	0.4449	0.6670
No log	23.3	466	0.4450	0.6210	0.4450	0.6671
No log	23.4	468	0.4581	0.6053	0.4581	0.6768
No log	23.5	470	0.4580	0.5751	0.4580	0.6767
No log	23.6	472	0.4464	0.5718	0.4464	0.6682
No log	23.7	474	0.4292	0.6168	0.4292	0.6552
No log	23.8	476	0.4324	0.6257	0.4324	0.6576
No log	23.9	478	0.4357	0.6349	0.4357	0.6600
No log	24.0	480	0.4290	0.6295	0.4290	0.6550
No log	24.1	482	0.4173	0.6489	0.4173	0.6460
No log	24.2	484	0.4145	0.6839	0.4145	0.6438
No log	24.3	486	0.4087	0.6751	0.4087	0.6393
No log	24.4	488	0.4027	0.6575	0.4027	0.6346
No log	24.5	490	0.4001	0.6761	0.4001	0.6326
No log	24.6	492	0.4057	0.6759	0.4057	0.6370
No log	24.7	494	0.4043	0.6843	0.4043	0.6359
No log	24.8	496	0.4155	0.6517	0.4155	0.6446
No log	24.9	498	0.4178	0.6307	0.4178	0.6463
0.2488	25.0	500	0.4179	0.5869	0.4179	0.6464
0.2488	25.1	502	0.4302	0.5658	0.4302	0.6559
0.2488	25.2	504	0.4447	0.5510	0.4447	0.6669
0.2488	25.3	506	0.4353	0.5747	0.4353	0.6598
0.2488	25.4	508	0.4225	0.6661	0.4225	0.6500
0.2488	25.5	510	0.4259	0.6636	0.4259	0.6526
0.2488	25.6	512	0.4243	0.6914	0.4243	0.6514
0.2488	25.7	514	0.4184	0.6743	0.4184	0.6469
0.2488	25.8	516	0.4152	0.6118	0.4152	0.6443
0.2488	25.9	518	0.4184	0.6383	0.4184	0.6468
0.2488	26.0	520	0.4246	0.6383	0.4246	0.6516
0.2488	26.1	522	0.4307	0.6267	0.4307	0.6563
0.2488	26.2	524	0.4474	0.6709	0.4474	0.6689
0.2488	26.3	526	0.4651	0.6337	0.4651	0.6820
0.2488	26.4	528	0.4683	0.6372	0.4683	0.6843
0.2488	26.5	530	0.4523	0.6398	0.4523	0.6725
0.2488	26.6	532	0.4574	0.6595	0.4574	0.6763
0.2488	26.7	534	0.5010	0.6229	0.5010	0.7078
0.2488	26.8	536	0.5232	0.6218	0.5232	0.7233
0.2488	26.9	538	0.5122	0.6218	0.5122	0.7157
0.2488	27.0	540	0.4815	0.6294	0.4815	0.6939
0.2488	27.1	542	0.4556	0.6182	0.4556	0.6750
0.2488	27.2	544	0.4344	0.6745	0.4344	0.6591
0.2488	27.3	546	0.4286	0.6651	0.4286	0.6546
0.2488	27.4	548	0.4247	0.6661	0.4247	0.6517
0.2488	27.5	550	0.4309	0.6101	0.4309	0.6565
0.2488	27.6	552	0.4439	0.5918	0.4439	0.6663
0.2488	27.7	554	0.4421	0.5999	0.4421	0.6649
0.2488	27.8	556	0.4358	0.6197	0.4358	0.6602
0.2488	27.9	558	0.4379	0.6455	0.4379	0.6617
0.2488	28.0	560	0.4499	0.6326	0.4499	0.6707
0.2488	28.1	562	0.4529	0.6326	0.4529	0.6730
0.2488	28.2	564	0.4462	0.6078	0.4462	0.6680
0.2488	28.3	566	0.4363	0.6001	0.4363	0.6605
0.2488	28.4	568	0.4410	0.5915	0.4410	0.6640
0.2488	28.5	570	0.4486	0.6210	0.4486	0.6698
0.2488	28.6	572	0.4637	0.6114	0.4637	0.6810
0.2488	28.7	574	0.4737	0.6071	0.4737	0.6882
0.2488	28.8	576	0.4661	0.6064	0.4661	0.6828
0.2488	28.9	578	0.4531	0.6136	0.4531	0.6731
0.2488	29.0	580	0.4364	0.6210	0.4364	0.6606
0.2488	29.1	582	0.4267	0.6439	0.4267	0.6532
0.2488	29.2	584	0.4254	0.6326	0.4254	0.6522
0.2488	29.3	586	0.4245	0.6339	0.4245	0.6515
0.2488	29.4	588	0.4279	0.6277	0.4279	0.6542
0.2488	29.5	590	0.4373	0.6561	0.4373	0.6613
0.2488	29.6	592	0.4469	0.6484	0.4469	0.6685
0.2488	29.7	594	0.4629	0.5868	0.4629	0.6803
0.2488	29.8	596	0.4833	0.5706	0.4833	0.6952
0.2488	29.9	598	0.4774	0.5348	0.4774	0.6909
0.2488	30.0	600	0.4542	0.6584	0.4542	0.6739
0.2488	30.1	602	0.4427	0.6210	0.4427	0.6654
0.2488	30.2	604	0.4608	0.6474	0.4608	0.6788
0.2488	30.3	606	0.4838	0.6867	0.4838	0.6956
0.2488	30.4	608	0.4670	0.6706	0.4670	0.6834
0.2488	30.5	610	0.4317	0.6474	0.4317	0.6571
0.2488	30.6	612	0.4197	0.6197	0.4197	0.6479
0.2488	30.7	614	0.4307	0.6223	0.4307	0.6563
0.2488	30.8	616	0.4388	0.6419	0.4388	0.6625
0.2488	30.9	618	0.4407	0.6419	0.4407	0.6639
0.2488	31.0	620	0.4406	0.6419	0.4406	0.6637
0.2488	31.1	622	0.4337	0.6244	0.4337	0.6585
0.2488	31.2	624	0.4383	0.6474	0.4383	0.6621
0.2488	31.3	626	0.4331	0.6561	0.4331	0.6581
0.2488	31.4	628	0.4190	0.6298	0.4190	0.6473
0.2488	31.5	630	0.4100	0.6661	0.4100	0.6403
0.2488	31.6	632	0.4053	0.6661	0.4053	0.6367
0.2488	31.7	634	0.4169	0.6197	0.4169	0.6457
0.2488	31.8	636	0.4373	0.6483	0.4373	0.6613
0.2488	31.9	638	0.4599	0.6245	0.4599	0.6782
0.2488	32.0	640	0.4947	0.6395	0.4947	0.7034
0.2488	32.1	642	0.5385	0.6218	0.5385	0.7338
0.2488	32.2	644	0.5471	0.6218	0.5471	0.7396
0.2488	32.3	646	0.5216	0.6218	0.5216	0.7222
0.2488	32.4	648	0.4882	0.6271	0.4882	0.6987
0.2488	32.5	650	0.4585	0.5509	0.4585	0.6771
0.2488	32.6	652	0.4582	0.6641	0.4582	0.6769
0.2488	32.7	654	0.4804	0.6251	0.4804	0.6931
0.2488	32.8	656	0.4757	0.6251	0.4757	0.6897
0.2488	32.9	658	0.4570	0.6240	0.4570	0.6760
0.2488	33.0	660	0.4439	0.5937	0.4439	0.6662
0.2488	33.1	662	0.4387	0.6129	0.4387	0.6623
0.2488	33.2	664	0.4405	0.5956	0.4405	0.6637
0.2488	33.3	666	0.4434	0.5890	0.4434	0.6659
0.2488	33.4	668	0.4420	0.6087	0.4420	0.6648
0.2488	33.5	670	0.4392	0.6298	0.4392	0.6628
0.2488	33.6	672	0.4443	0.6657	0.4443	0.6666
0.2488	33.7	674	0.4560	0.6018	0.4560	0.6753
0.2488	33.8	676	0.4722	0.6048	0.4722	0.6872
0.2488	33.9	678	0.4791	0.6229	0.4791	0.6921
0.2488	34.0	680	0.4667	0.6048	0.4667	0.6832
0.2488	34.1	682	0.4535	0.5953	0.4535	0.6734
0.2488	34.2	684	0.4464	0.5769	0.4464	0.6682
0.2488	34.3	686	0.4617	0.6080	0.4617	0.6795
0.2488	34.4	688	0.4823	0.6270	0.4823	0.6945
0.2488	34.5	690	0.4834	0.6072	0.4834	0.6953
0.2488	34.6	692	0.4748	0.5820	0.4748	0.6890
0.2488	34.7	694	0.4857	0.6053	0.4857	0.6969
0.2488	34.8	696	0.4935	0.6399	0.4935	0.7025
0.2488	34.9	698	0.4936	0.6395	0.4936	0.7026
0.2488	35.0	700	0.5060	0.5957	0.5060	0.7113
0.2488	35.1	702	0.4937	0.6132	0.4937	0.7026
0.2488	35.2	704	0.4652	0.6379	0.4652	0.6820
0.2488	35.3	706	0.4514	0.6280	0.4514	0.6718
0.2488	35.4	708	0.4396	0.6340	0.4396	0.6630
0.2488	35.5	710	0.4379	0.6405	0.4379	0.6617
0.2488	35.6	712	0.4377	0.6006	0.4377	0.6616
0.2488	35.7	714	0.4453	0.6280	0.4453	0.6673
0.2488	35.8	716	0.4557	0.6280	0.4557	0.6751
0.2488	35.9	718	0.4588	0.6271	0.4588	0.6773
0.2488	36.0	720	0.4790	0.6558	0.4790	0.6921
0.2488	36.1	722	0.4851	0.6557	0.4851	0.6965
0.2488	36.2	724	0.4733	0.6459	0.4733	0.6880
0.2488	36.3	726	0.4517	0.6333	0.4517	0.6721
0.2488	36.4	728	0.4408	0.6492	0.4408	0.6639
0.2488	36.5	730	0.4324	0.6492	0.4324	0.6576
0.2488	36.6	732	0.4325	0.6467	0.4325	0.6577
0.2488	36.7	734	0.4298	0.6467	0.4298	0.6556
0.2488	36.8	736	0.4320	0.6492	0.4320	0.6573
0.2488	36.9	738	0.4431	0.6677	0.4431	0.6657
0.2488	37.0	740	0.4557	0.6235	0.4557	0.6750
0.2488	37.1	742	0.4713	0.6024	0.4713	0.6865
0.2488	37.2	744	0.4873	0.6395	0.4873	0.6981
0.2488	37.3	746	0.4770	0.6384	0.4770	0.6907
0.2488	37.4	748	0.4460	0.6084	0.4460	0.6678
0.2488	37.5	750	0.4245	0.6492	0.4245	0.6515
0.2488	37.6	752	0.4225	0.6743	0.4225	0.6500
0.2488	37.7	754	0.4315	0.6723	0.4315	0.6569
0.2488	37.8	756	0.4342	0.6623	0.4342	0.6589
0.2488	37.9	758	0.4304	0.6623	0.4304	0.6561
0.2488	38.0	760	0.4281	0.6228	0.4281	0.6543
0.2488	38.1	762	0.4259	0.6214	0.4259	0.6526
0.2488	38.2	764	0.4257	0.6214	0.4257	0.6525
0.2488	38.3	766	0.4332	0.6132	0.4332	0.6582
0.2488	38.4	768	0.4369	0.6334	0.4369	0.6610
0.2488	38.5	770	0.4467	0.6612	0.4467	0.6683
0.2488	38.6	772	0.4500	0.6423	0.4500	0.6708
0.2488	38.7	774	0.4414	0.6423	0.4414	0.6643
0.2488	38.8	776	0.4255	0.6518	0.4255	0.6523
0.2488	38.9	778	0.4169	0.6733	0.4169	0.6457
0.2488	39.0	780	0.4192	0.6648	0.4192	0.6475
0.2488	39.1	782	0.4241	0.6467	0.4241	0.6513
0.2488	39.2	784	0.4313	0.6904	0.4313	0.6567
0.2488	39.3	786	0.4437	0.6709	0.4437	0.6661
0.2488	39.4	788	0.4676	0.6423	0.4676	0.6838
0.2488	39.5	790	0.4823	0.6227	0.4823	0.6945
0.2488	39.6	792	0.4817	0.6227	0.4817	0.6941
0.2488	39.7	794	0.4765	0.6025	0.4765	0.6903
0.2488	39.8	796	0.4525	0.6604	0.4525	0.6727
0.2488	39.9	798	0.4315	0.6414	0.4315	0.6569
0.2488	40.0	800	0.4241	0.6517	0.4241	0.6512
0.2488	40.1	802	0.4236	0.6200	0.4236	0.6509
0.2488	40.2	804	0.4282	0.6200	0.4282	0.6543
0.2488	40.3	806	0.4288	0.5556	0.4288	0.6548
0.2488	40.4	808	0.4286	0.6032	0.4286	0.6547
0.2488	40.5	810	0.4294	0.6556	0.4294	0.6553
0.2488	40.6	812	0.4459	0.6408	0.4459	0.6678
0.2488	40.7	814	0.4870	0.5817	0.4870	0.6978
0.2488	40.8	816	0.5127	0.5442	0.5127	0.7160
0.2488	40.9	818	0.5224	0.5308	0.5224	0.7227
0.2488	41.0	820	0.5158	0.5308	0.5158	0.7182
0.2488	41.1	822	0.4984	0.4948	0.4984	0.7060

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1